conftrace_

scalable algorithm

44 papers

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Co-occurring keywords

matrix completion (356) distributed learning (563) anomaly detection (747) stochastic optimization (1060) separable matrix (2) bayesian network (378) support vector machine (978) stochastic variational inference (59) low-rank matrix (174) singular value decomposition (222)

Papers

Compact Representation of Value Function in Partially Observable Stochastic Games IJCAI 2019
Singleshot : a scalable Tucker tensor decomposition NIPS 2019
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets ICML 2019
PyOD: A Python Toolbox for Scalable Outlier Detection JMLR 2019
Binarized Mode Seeking for Scalable Visual Pattern Discovery CVPR 2017
Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates JMLR 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015
Rank-One Matrix Pursuit for Matrix Completion ICML 2014
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NIPS 2014
A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013
Stochastic Variational Inference JMLR 2013
MLPACK: A Scalable C++ Machine Learning Library JMLR 2013
Scalable Optimization of Neighbor Embedding for Visualization ICML 2013
Scalable Simple Random Sampling and Stratified Sampling ICML 2013
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 2013
Factoring nonnegative matrices with linear programs NIPS 2012
Scalable Inference of Overlapping Communities NIPS 2012
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals JMLR 2006
Large Scale Transductive SVMs JMLR 2006